diff --git a/requirements-dev.txt b/requirements-dev.txt
index bfe6b9e72..9a948a9d5 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -40,13 +40,13 @@ black==24.8.0 \
     --hash=sha256:f490dbd59680d809ca31efdae20e634f3fae27fba3ce0ba3208333b713bc3920 \
     --hash=sha256:fb6e2c0b86bbd43dee042e48059c9ad7830abd5c94b0bc518c0eeec57c3eddc1
     # via -r requirements/dev.in
-boto3==1.35.16 \
-    --hash=sha256:9b96c210678cf430b16b49dee87db30f46044602bb9a605a465e1900f468a43f \
-    --hash=sha256:9c5b0ce4a25bb78d659478d1c552f1dbb7ff275aab3263bb41cdbef8bca28693
+boto3==1.35.19 \
+    --hash=sha256:84b3fe1727945bc3cada832d969ddb3dc0d08fce1677064ca8bdc13a89c1a143 \
+    --hash=sha256:9979fe674780a0b7100eae9156d74ee374cd1638a9f61c77277e3ce712f3e496
     # via moto
-botocore==1.35.16 \
-    --hash=sha256:1b48c94e8a4bbe23143f3d1c21a32b9ffc7476b651ef42371ab45d678f6dbfbc \
-    --hash=sha256:3564a980d95ff2861a6ca74313173d8778aa659125c63cf49c93ad23896c63b1
+botocore==1.35.19 \
+    --hash=sha256:42d6d8db7250cbd7899f786f9861e02cab17dc238f64d6acb976098ed9809625 \
+    --hash=sha256:c83f7f0cacfe7c19b109b363ebfa8736e570d24922f16ed371681f58ebab44a9
     # via
     #   boto3
     #   moto
@@ -368,9 +368,9 @@ httpx==0.27.2 \
     --hash=sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0 \
     --hash=sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2
     # via respx
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via
     #   anyio
     #   httpx
@@ -511,9 +511,9 @@ pexpect==4.9.0 \
     --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
     --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
     # via ipython
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.3 \
+    --hash=sha256:50a5450e2e84f44539718293cbb1da0a0885c9d14adf21b77bae4e66fc99d9b5 \
+    --hash=sha256:d4e0b7d8ec176b341fb03cb11ca12d0276faa8c485f9cd218f613840463fc2c0
     # via black
 pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
@@ -683,9 +683,9 @@ traitlets==5.14.3 \
     # via
     #   ipython
     #   matplotlib-inline
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via
     #   botocore
     #   requests
diff --git a/requirements.txt b/requirements.txt
index a23efb346..4a99e0d7e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -28,21 +28,21 @@ attrs==24.2.0 \
     #   cattrs
     #   fiona
     #   requests-cache
-boto3==1.35.16 \
-    --hash=sha256:9b96c210678cf430b16b49dee87db30f46044602bb9a605a465e1900f468a43f \
-    --hash=sha256:9c5b0ce4a25bb78d659478d1c552f1dbb7ff275aab3263bb41cdbef8bca28693
+boto3==1.35.19 \
+    --hash=sha256:84b3fe1727945bc3cada832d969ddb3dc0d08fce1677064ca8bdc13a89c1a143 \
+    --hash=sha256:9979fe674780a0b7100eae9156d74ee374cd1638a9f61c77277e3ce712f3e496
     # via
     #   -r requirements/base.in
     #   django-ses
-botocore==1.35.16 \
-    --hash=sha256:1b48c94e8a4bbe23143f3d1c21a32b9ffc7476b651ef42371ab45d678f6dbfbc \
-    --hash=sha256:3564a980d95ff2861a6ca74313173d8778aa659125c63cf49c93ad23896c63b1
+botocore==1.35.19 \
+    --hash=sha256:42d6d8db7250cbd7899f786f9861e02cab17dc238f64d6acb976098ed9809625 \
+    --hash=sha256:c83f7f0cacfe7c19b109b363ebfa8736e570d24922f16ed371681f58ebab44a9
     # via
     #   boto3
     #   s3transfer
-cattrs==24.1.0 \
-    --hash=sha256:043bb8af72596432a7df63abcff0055ac0f198a4d2e95af8db5a936a7074a761 \
-    --hash=sha256:8274f18b253bf7674a43da851e3096370d67088165d23138b04a1c04c8eaf48e
+cattrs==24.1.1 \
+    --hash=sha256:16e94a13f9aaf6438bd5be5df521e072b1b00481b4cf807bcb1acbd49f814c08 \
+    --hash=sha256:ec8ce8fdc725de9d07547cd616f968670687c6fa7a2e263b088370c46d834d97
     # via requests-cache
 certifi==2024.8.30 \
     --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
@@ -379,9 +379,9 @@ httpx==0.27.2 \
     --hash=sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0 \
     --hash=sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2
     # via -r requirements/base.in
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via
     #   anyio
     #   httpx
@@ -615,9 +615,9 @@ pillow==10.4.0 \
     # via
     #   imageio
     #   scikit-image
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.3 \
+    --hash=sha256:50a5450e2e84f44539718293cbb1da0a0885c9d14adf21b77bae4e66fc99d9b5 \
+    --hash=sha256:d4e0b7d8ec176b341fb03cb11ca12d0276faa8c485f9cd218f613840463fc2c0
     # via
     #   requests-cache
     #   soil-id
@@ -735,9 +735,9 @@ python-magic==0.4.27 \
     --hash=sha256:c1ba14b08e4a5f5c31a302b7721239695b2f0f058d125bd5ce1ee36b9d9d3c3b \
     --hash=sha256:c212960ad306f700aa0d01e5d7a325d20548ff97eb9920dcd29513174f0294d3
     # via -r requirements/base.in
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
@@ -798,28 +798,28 @@ scikit-image==0.24.0 \
     --hash=sha256:ef04360eda372ee5cd60aebe9be91258639c86ae2ea24093fb9182118008d009 \
     --hash=sha256:fa27b3a0dbad807b966b8db2d78da734cb812ca4787f7fbb143764800ce2fa9c
     # via soil-id
-scikit-learn==1.5.1 \
-    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
-    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
-    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
-    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
-    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
-    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
-    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
-    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
-    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
-    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
-    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
-    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
-    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
-    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
-    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
-    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
-    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
-    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
-    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
-    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
-    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+scikit-learn==1.5.2 \
+    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
+    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
+    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
+    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
+    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
+    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
+    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
+    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
+    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
+    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
+    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
+    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
+    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
+    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
+    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
+    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
+    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
+    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
+    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
+    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
+    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
     # via soil-id
 scipy==1.14.1 \
     --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
@@ -924,8 +924,8 @@ sniffio==1.3.1 \
     # via
     #   anyio
     #   httpx
-soil-id @ https://github.com/techmatters/soil-id-algorithm/archive/3faf689.zip \
-    --hash=sha256:dd714d05259fc3fada4d932ffda7cd68ae37e70c2fb29adeee96d0c67121b2b6
+soil-id @ https://github.com/techmatters/soil-id-algorithm/archive/50f7836.zip \
+    --hash=sha256:e7f9a1c6469b826f51deb51a5cd29e116c555cb98da6c684b8f7a0dbb447f69e
     # via -r requirements/base.in
 sqlparse==0.5.1 \
     --hash=sha256:773dcbf9a5ab44a090f3441e2180efe2560220203dc2f8c0b0fa141e18b505e4 \
@@ -961,9 +961,9 @@ url-normalize==1.4.3 \
     --hash=sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2 \
     --hash=sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed
     # via requests-cache
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via
     #   botocore
     #   requests
diff --git a/requirements/base.in b/requirements/base.in
index f3e37aaad..6539d4c6e 100644
--- a/requirements/base.in
+++ b/requirements/base.in
@@ -25,4 +25,4 @@ requests
 rules
 sentry-sdk[django]
 shapely
-soil-id @ https://github.com/techmatters/soil-id-algorithm/archive/3faf689.zip
+soil-id @ https://github.com/techmatters/soil-id-algorithm/archive/50f7836.zip